Focusing on Persons: Colorizing Old Images Learning from Modern Historical Movies. - Xin Jin 015; Zhonglan Li; Ke Liu; Dongqing Zou; Xiaodong Li 013; Xingfan Zhu; Ziyin Zhou; Qilong Sun; Qingyu Liu (ACM Multimedia, 2021)

BFMNet: Bilateral feature fusion network with multi-scale context aggregation for real-time semantic segmentation. - Jin Liu; Fangyu Zhang; Ziyin Zhou; Jiajun Wang (Neurocomputing, 2023)

Variance-Insensitive and Target-Preserving Mask Refinement for Interactive Image Segmentation. - Chaowei Fang; Ziyin Zhou; Junye Chen; Hanjing Su; Qingyao Wu; Guanbin Li (AAAI, 2024)

StealthDiffusion: Towards Evading Diffusion Forensic Detection through Diffusion Model. - Ziyin Zhou; Ke Sun 016; Zhongxi Chen; Huafeng Kuang; Xiaoshuai Sun; Rongrong Ji (ACM Multimedia, 2024)

D2FL: Dimensional Disaster-oriented Backdoor Attack Defense Of Federated Learning. - Yilong Li; Jianyi Zhang; Ziyin Zhou; Zezheng Sun; Xu Ji; Zeping Li; Jiameng Han; Zhangchi Zhao (TrustCom, 2024)

Paa-Tee: A Practical Adversarial Attack on Thermal Infrared Detectors with Temperature and Pose Adaptability. - Zhangchi Zhao; Jianyi Zhang; Liqun Shan; Ziyin Zhou; Kaiying Han; Xiali Hei 001 (TrustCom, 2024)

DiffusionFace: Towards a Comprehensive Dataset for Diffusion-Based Face Forgery Analysis. - Zhongxi Chen; Ke Sun 016; Ziyin Zhou; Xianming Lin; Xiaoshuai Sun; Liujuan Cao; Rongrong Ji (CoRR, 2024)

Can't say cant? Measuring and Reasoning of Dark Jargons in Large Language Models. - Xu Ji; Jianyi Zhang; Ziyin Zhou; Zhangchi Zhao; Qianqian Qiao; Kaiying Han; Md. Imran Hossen; Xiali Hei 001 (CoRR, 2024)

Towards General Visual-Linguistic Face Forgery Detection. - Ke Sun 016; Shen Chen; Taiping Yao; Ziyin Zhou; Jiayi Ji; Xiaoshuai Sun; Chia-Wen Lin; Rongrong Ji (CVPR, 2025)

Towards General Visual-Linguistic Face Forgery Detection(V2). - Ke Sun 016; Shen Chen; Taiping Yao; Ziyin Zhou; Jiayi Ji; Xiaoshuai Sun; Chia-Wen Lin; Rongrong Ji (CoRR, 2025)

Exploring the Collaborative Advantage of Low-level Information on Generalizable AI-Generated Image Detection. - Ziyin Zhou; Ke Sun 016; Zhongxi Chen; Xianming Lin; Yunpeng Luo; Ke Yan; Shouhong Ding; Xiaoshuai Sun (CoRR, 2025)

FL-PLAS: Federated Learning with Partial Layer Aggregation for Backdoor Defense Against High-Ratio Malicious Clients. - Jianyi Zhang; Ziyin Zhou; Yilong Li; Qichao Jin (CoRR, 2025)

AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models. - Ziyin Zhou; Yunpeng Luo; Yuanchen Wu; Ke Sun 016; Jiayi Ji; Ke Yan; Shouhong Ding; Xiaoshuai Sun; Yunsheng Wu; Rongrong Ji (CoRR, 2025)

Oedipus and the Sphinx: Benchmarking and Improving Visual Language Models for Complex Graphic Reasoning. - Jianyi Zhang; Xu Ji; Ziyin Zhou; Yuchen Zhou; Shubo Shi; Haoyu Wu; Zhen Li; Shizhao Liu (CoRR, 2025)